Artificial intelligence methods and tools for systems biology
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Author: Dubitzky, Werner, 1958-, Azuaje, Francisco
Added by: sketch
Added Date: 2015-12-30
Language: eng
Subjects: Artificial intelligence, Biology, Systems biology, Biological systems, Artificial Intelligence, Computational Biology, Intelligence artificielle, Biologie, Systèmes biologiques
Publishers: Dordrecht ; Norwell, MA : Springer
Collections: folkscanomy miscellaneous, folkscanomy, additional collections
ISBN Number: 1402028598, 9781402028595, 1402028652, 9781402028656
Pages Count: 300
PPI Count: 300
PDF Count: 1
Total Size: 131.72 MB
PDF Size: 5.7 MB
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Description
Artificial Intelligence Methods And Tools For Systems Biology
Author: Werner Dubitzky, Francisco Azuaje
Published by Springer Netherlands
ISBN: 978-1-4020-2859-5
DOI: 10.1007/978-1-4020-5811-0
Table of Contents:
Includes bibliographical references and index
Author: Werner Dubitzky, Francisco Azuaje
Published by Springer Netherlands
ISBN: 978-1-4020-2859-5
DOI: 10.1007/978-1-4020-5811-0
Table of Contents:
- Lazy Learning for Predictive Toxicology based on a Chemical Ontology
- QSAR Modeling of Mutagenicity on Non-Congeneric Sets of Organic Compounds
- Characterizing Gene Expression Time Series using a Hidden Markov Model
- Analysis of Large-Scale mRNA Expression Data Sets by Genetic Algorithms
- A Data-Driven, Flexible Machine Learning Strategy for the Classification of Biomedical Data
- Cooperative Metaheuristics for Exploring Proteomic Data
- Integrating Gene Expression Data, Protein Interaction Data, and Ontology-Based Literature Searches
- Ontologies in Bioinformatics and Systems Biology
- Natural Language Processing and Systems Biology
- Systems Level Modeling of Gene Regulatory Networks
- Computational Neuroscience for Cognitive Brain Functions
Includes bibliographical references and index
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